Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 53257 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Total size in memory | 9.3 MiB |
| Average record size in memory | 184.0 B |
Variable types
| Numeric | 21 |
|---|---|
| Categorical | 2 |
sum_services is highly correlated with services_frequency and 3 other fields | High correlation |
services_frequency is highly correlated with sum_services and 3 other fields | High correlation |
inter_avulsa is highly correlated with sum_services and 1 other fields | High correlation |
prezao_diario is highly correlated with sum_services and 1 other fields | High correlation |
prezao_semanal is highly correlated with sum_services and 1 other fields | High correlation |
sum_services is highly correlated with services_frequency and 2 other fields | High correlation |
services_frequency is highly correlated with sum_services and 2 other fields | High correlation |
inter_avulsa is highly correlated with sum_services and 1 other fields | High correlation |
prezao_diario is highly correlated with services_frequency | High correlation |
prezao_semanal is highly correlated with sum_services | High correlation |
sum_services is highly correlated with services_frequency and 3 other fields | High correlation |
services_frequency is highly correlated with sum_services and 3 other fields | High correlation |
inter_avulsa is highly correlated with sum_services and 1 other fields | High correlation |
prezao_diario is highly correlated with sum_services and 1 other fields | High correlation |
prezao_semanal is highly correlated with sum_services and 1 other fields | High correlation |
sum_services is highly correlated with services_frequency and 2 other fields | High correlation |
services_frequency is highly correlated with sum_services and 3 other fields | High correlation |
inter_avulsa is highly correlated with sum_services and 1 other fields | High correlation |
clube is highly correlated with pct_internet_mensal | High correlation |
entretenimento is highly correlated with prezao_mensal and 2 other fields | High correlation |
pct_internet_mensal is highly correlated with clube | High correlation |
prezao_diario is highly correlated with services_frequency | High correlation |
prezao_mensal is highly correlated with entretenimento | High correlation |
prezao_semanal is highly correlated with sum_services | High correlation |
servicos_operadora is highly correlated with services_frequency | High correlation |
sms_internacional is highly correlated with entretenimento and 1 other fields | High correlation |
transf_entre_regionais is highly correlated with entretenimento and 1 other fields | High correlation |
antivirus is highly skewed (γ1 = 62.88240218) | Skewed |
app_educacao is highly skewed (γ1 = 34.263001) | Skewed |
app_emprego is highly skewed (γ1 = 52.74311433) | Skewed |
app_saude is highly skewed (γ1 = 59.17882664) | Skewed |
clube is highly skewed (γ1 = 86.01255931) | Skewed |
pre_mix_giga is highly skewed (γ1 = 32.65975538) | Skewed |
games is highly skewed (γ1 = 32.01856606) | Skewed |
prezao_quinzenal is highly skewed (γ1 = 36.25463458) | Skewed |
recarga_sos is highly skewed (γ1 = 43.45335845) | Skewed |
sms_cobrar is highly skewed (γ1 = 94.98582431) | Skewed |
sms_internacional is highly skewed (γ1 = 39.17476276) | Skewed |
truecaller is highly skewed (γ1 = 28.81193418) | Skewed |
sum_services has 35757 (67.1%) zeros | Zeros |
services_frequency has 35757 (67.1%) zeros | Zeros |
inter_avulsa has 44038 (82.7%) zeros | Zeros |
antivirus has 53171 (99.8%) zeros | Zeros |
app_educacao has 53137 (99.8%) zeros | Zeros |
app_emprego has 53184 (99.9%) zeros | Zeros |
app_saude has 53194 (99.9%) zeros | Zeros |
clube has 50012 (93.9%) zeros | Zeros |
pre_mix_giga has 53119 (99.7%) zeros | Zeros |
entretenimento has 51412 (96.5%) zeros | Zeros |
games has 53014 (99.5%) zeros | Zeros |
pct_internet_mensal has 52386 (98.4%) zeros | Zeros |
prezao_diario has 45537 (85.5%) zeros | Zeros |
prezao_mensal has 51247 (96.2%) zeros | Zeros |
prezao_quinzenal has 53176 (99.8%) zeros | Zeros |
prezao_semanal has 44772 (84.1%) zeros | Zeros |
recarga_sos has 53175 (99.8%) zeros | Zeros |
servicos_operadora has 48928 (91.9%) zeros | Zeros |
sms_cobrar has 53056 (99.6%) zeros | Zeros |
sms_internacional has 52978 (99.5%) zeros | Zeros |
truecaller has 53055 (99.6%) zeros | Zeros |
Reproduction
| Analysis started | 2022-03-15 15:21:34.492623 |
|---|---|
| Analysis finished | 2022-03-15 15:22:14.414105 |
| Duration | 39.92 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
sum_services
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 8251 |
|---|---|
| Distinct (%) | 15.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.21653492 |
| Minimum | 0 |
|---|---|
| Maximum | 1202.26 |
| Zeros | 35757 |
| Zeros (%) | 67.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 14.99 |
| 95-th percentile | 127.344 |
| Maximum | 1202.26 |
| Range | 1202.26 |
| Interquartile range (IQR) | 14.99 |
Descriptive statistics
| Standard deviation | 49.52950157 |
|---|---|
| Coefficient of variation (CV) | 2.334476471 |
| Kurtosis | 27.03717219 |
| Mean | 21.21653492 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.940826201 |
| Sum | 1129929 |
| Variance | 2453.171525 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35757 | |
| 9.99 | 431 | 0.8% |
| 19.98 | 224 | 0.4% |
| 19.99 | 166 | 0.3% |
| 29.97 | 119 | 0.2% |
| 1.39 | 100 | 0.2% |
| 1.99 | 94 | 0.2% |
| 1.49 | 84 | 0.2% |
| 0.99 | 76 | 0.1% |
| 39.96 | 73 | 0.1% |
| Other values (8241) | 16133 |
| Value | Count | Frequency (%) |
| 0 | 35757 | |
| 0.01 | 22 | < 0.1% |
| 0.02 | 31 | 0.1% |
| 0.03 | 18 | < 0.1% |
| 0.04 | 30 | 0.1% |
| 0.05 | 23 | < 0.1% |
| 0.06 | 16 | < 0.1% |
| 0.07 | 21 | < 0.1% |
| 0.08 | 8 | < 0.1% |
| 0.09 | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 1202.26 | 1 | |
| 885.59 | 1 | |
| 772.47 | 1 | |
| 691.63 | 1 | |
| 671.96 | 1 | |
| 669.54 | 1 | |
| 647.07 | 1 | |
| 632.84 | 1 | |
| 629.58 | 1 | |
| 611 | 1 |
services_frequency
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 174 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.78787765 |
| Minimum | 0 |
|---|---|
| Maximum | 448 |
| Zeros | 35757 |
| Zeros (%) | 67.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 32 |
| Maximum | 448 |
| Range | 448 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 14.74731503 |
|---|---|
| Coefficient of variation (CV) | 2.547965925 |
| Kurtosis | 51.77253174 |
| Mean | 5.78787765 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.237101502 |
| Sum | 308245 |
| Variance | 217.4833005 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35757 | |
| 1 | 1883 | 3.5% |
| 2 | 1068 | 2.0% |
| 3 | 989 | 1.9% |
| 4 | 832 | 1.6% |
| 5 | 709 | 1.3% |
| 6 | 690 | 1.3% |
| 7 | 650 | 1.2% |
| 8 | 603 | 1.1% |
| 13 | 543 | 1.0% |
| Other values (164) | 9533 | 17.9% |
| Value | Count | Frequency (%) |
| 0 | 35757 | |
| 1 | 1883 | 3.5% |
| 2 | 1068 | 2.0% |
| 3 | 989 | 1.9% |
| 4 | 832 | 1.6% |
| 5 | 709 | 1.3% |
| 6 | 690 | 1.3% |
| 7 | 650 | 1.2% |
| 8 | 603 | 1.1% |
| 9 | 525 | 1.0% |
| Value | Count | Frequency (%) |
| 448 | 1 | |
| 328 | 1 | |
| 258 | 1 | |
| 243 | 1 | |
| 233 | 1 | |
| 232 | 1 | |
| 231 | 1 | |
| 224 | 1 | |
| 219 | 1 | |
| 216 | 1 |
inter_avulsa
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 157 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.609872881 |
| Minimum | 0 |
|---|---|
| Maximum | 447 |
| Zeros | 44038 |
| Zeros (%) | 82.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 16 |
| Maximum | 447 |
| Range | 447 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10.75048106 |
|---|---|
| Coefficient of variation (CV) | 4.119158884 |
| Kurtosis | 123.5536249 |
| Mean | 2.609872881 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.256024778 |
| Sum | 138994 |
| Variance | 115.572843 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44038 | |
| 1 | 1501 | 2.8% |
| 2 | 877 | 1.6% |
| 3 | 654 | 1.2% |
| 4 | 554 | 1.0% |
| 5 | 439 | 0.8% |
| 6 | 423 | 0.8% |
| 7 | 357 | 0.7% |
| 8 | 311 | 0.6% |
| 9 | 303 | 0.6% |
| Other values (147) | 3800 | 7.1% |
| Value | Count | Frequency (%) |
| 0 | 44038 | |
| 1 | 1501 | 2.8% |
| 2 | 877 | 1.6% |
| 3 | 654 | 1.2% |
| 4 | 554 | 1.0% |
| 5 | 439 | 0.8% |
| 6 | 423 | 0.8% |
| 7 | 357 | 0.7% |
| 8 | 311 | 0.6% |
| 9 | 303 | 0.6% |
| Value | Count | Frequency (%) |
| 447 | 1 | |
| 219 | 1 | |
| 215 | 1 | |
| 211 | 1 | |
| 205 | 1 | |
| 200 | 1 | |
| 197 | 1 | |
| 184 | 1 | |
| 181 | 1 | |
| 176 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004975871716 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 53171 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1795920193 |
|---|---|
| Coefficient of variation (CV) | 36.09257424 |
| Kurtosis | 5328.213576 |
| Mean | 0.004975871716 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 62.88240218 |
| Sum | 265 |
| Variance | 0.03225329341 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 53171 | |
| 1 | 36 | 0.1% |
| 2 | 14 | < 0.1% |
| 3 | 11 | < 0.1% |
| 5 | 9 | < 0.1% |
| 4 | 7 | < 0.1% |
| 6 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| 21 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 53171 | |
| 1 | 36 | 0.1% |
| 2 | 14 | < 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 9 | < 0.1% |
| 6 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 9 | |
| 4 | 7 | |
| 3 | 11 | |
| 2 | 14 |
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.005895938562 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 53137 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1535805613 |
|---|---|
| Coefficient of variation (CV) | 26.04853488 |
| Kurtosis | 1382.628972 |
| Mean | 0.005895938562 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.263001 |
| Sum | 314 |
| Variance | 0.0235869888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 53137 | |
| 1 | 47 | 0.1% |
| 2 | 28 | 0.1% |
| 3 | 12 | < 0.1% |
| 4 | 12 | < 0.1% |
| 6 | 8 | < 0.1% |
| 5 | 8 | < 0.1% |
| 7 | 3 | < 0.1% |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 53137 | |
| 1 | 47 | 0.1% |
| 2 | 28 | 0.1% |
| 3 | 12 | < 0.1% |
| 4 | 12 | < 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 8 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 3 | < 0.1% |
| 6 | 8 | < 0.1% |
| 5 | 8 | < 0.1% |
| 4 | 12 | < 0.1% |
| 3 | 12 | < 0.1% |
| 2 | 28 | 0.1% |
| 1 | 47 | 0.1% |
| 0 | 53137 |
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00486321047 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 53184 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1799084914 |
|---|---|
| Coefficient of variation (CV) | 36.99377037 |
| Kurtosis | 3337.2311 |
| Mean | 0.00486321047 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 52.74311433 |
| Sum | 259 |
| Variance | 0.03236706528 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 53184 | |
| 1 | 28 | 0.1% |
| 2 | 10 | < 0.1% |
| 3 | 9 | < 0.1% |
| 4 | 7 | < 0.1% |
| 7 | 4 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 3 | < 0.1% |
| 13 | 2 | < 0.1% |
| 10 | 2 | < 0.1% |
| Other values (4) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 53184 | |
| 1 | 28 | 0.1% |
| 2 | 10 | < 0.1% |
| 3 | 9 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 13 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 4 | |
| 6 | 3 | |
| 5 | 4 | |
| 4 | 7 |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003530052387 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 53194 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1444569656 |
|---|---|
| Coefficient of variation (CV) | 40.92204582 |
| Kurtosis | 4092.201016 |
| Mean | 0.003530052387 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 59.17882664 |
| Sum | 188 |
| Variance | 0.0208678149 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 53194 | |
| 1 | 29 | 0.1% |
| 2 | 12 | < 0.1% |
| 3 | 5 | < 0.1% |
| 4 | 5 | < 0.1% |
| 8 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 53194 | |
| 1 | 29 | 0.1% |
| 2 | 12 | < 0.1% |
| 3 | 5 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 5 | |
| 3 | 5 | |
| 2 | 12 |
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1171864731 |
| Minimum | 0 |
|---|---|
| Maximum | 155 |
| Zeros | 50012 |
| Zeros (%) | 93.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 155 |
| Range | 155 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9705328638 |
|---|---|
| Coefficient of variation (CV) | 8.281953009 |
| Kurtosis | 12652.09812 |
| Mean | 0.1171864731 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 86.01255931 |
| Sum | 6241 |
| Variance | 0.9419340398 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 50012 | |
| 1 | 2065 | 3.9% |
| 2 | 623 | 1.2% |
| 3 | 242 | 0.5% |
| 4 | 97 | 0.2% |
| 5 | 66 | 0.1% |
| 6 | 56 | 0.1% |
| 7 | 31 | 0.1% |
| 9 | 17 | < 0.1% |
| 12 | 9 | < 0.1% |
| Other values (12) | 39 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 50012 | |
| 1 | 2065 | 3.9% |
| 2 | 623 | 1.2% |
| 3 | 242 | 0.5% |
| 4 | 97 | 0.2% |
| 5 | 66 | 0.1% |
| 6 | 56 | 0.1% |
| 7 | 31 | 0.1% |
| 8 | 8 | < 0.1% |
| 9 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 155 | 1 | < 0.1% |
| 67 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 14 | 3 | < 0.1% |
| 13 | 5 | |
| 12 | 9 |
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02164973618 |
| Minimum | 0 |
|---|---|
| Maximum | 43 |
| Zeros | 53119 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 43 |
| Range | 43 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5053796119 |
|---|---|
| Coefficient of variation (CV) | 23.34345359 |
| Kurtosis | 1570.048202 |
| Mean | 0.02164973618 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 32.65975538 |
| Sum | 1153 |
| Variance | 0.2554085522 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 53119 | |
| 13 | 19 | < 0.1% |
| 12 | 12 | < 0.1% |
| 10 | 11 | < 0.1% |
| 6 | 11 | < 0.1% |
| 5 | 11 | < 0.1% |
| 11 | 11 | < 0.1% |
| 4 | 11 | < 0.1% |
| 2 | 10 | < 0.1% |
| 7 | 8 | < 0.1% |
| Other values (9) | 34 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 53119 | |
| 1 | 8 | < 0.1% |
| 2 | 10 | < 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 11 | < 0.1% |
| 5 | 11 | < 0.1% |
| 6 | 11 | < 0.1% |
| 7 | 8 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 43 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 4 | < 0.1% |
| 13 | 19 | |
| 12 | 12 | |
| 11 | 11 | |
| 10 | 11 | |
| 9 | 6 | < 0.1% |
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.184182361 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 51412 |
| Zeros (%) | 96.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.329913995 |
|---|---|
| Coefficient of variation (CV) | 7.220637132 |
| Kurtosis | 142.6900633 |
| Mean | 0.184182361 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.44025972 |
| Sum | 9809 |
| Variance | 1.768671234 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51412 | |
| 1 | 424 | 0.8% |
| 2 | 267 | 0.5% |
| 3 | 203 | 0.4% |
| 4 | 173 | 0.3% |
| 5 | 126 | 0.2% |
| 6 | 99 | 0.2% |
| 7 | 82 | 0.2% |
| 13 | 76 | 0.1% |
| 8 | 71 | 0.1% |
| Other values (22) | 324 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 51412 | |
| 1 | 424 | 0.8% |
| 2 | 267 | 0.5% |
| 3 | 203 | 0.4% |
| 4 | 173 | 0.3% |
| 5 | 126 | 0.2% |
| 6 | 99 | 0.2% |
| 7 | 82 | 0.2% |
| 8 | 71 | 0.1% |
| 9 | 60 | 0.1% |
| Value | Count | Frequency (%) |
| 40 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 27 | 2 | < 0.1% |
| 26 | 3 | |
| 25 | 3 | |
| 24 | 6 | |
| 23 | 2 | < 0.1% |
| 22 | 2 | < 0.1% |
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01122857089 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 53014 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2281986149 |
|---|---|
| Coefficient of variation (CV) | 20.32303283 |
| Kurtosis | 1302.414645 |
| Mean | 0.01122857089 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 32.01856606 |
| Sum | 598 |
| Variance | 0.05207460783 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 53014 | |
| 1 | 121 | 0.2% |
| 2 | 46 | 0.1% |
| 3 | 30 | 0.1% |
| 4 | 15 | < 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 6 | < 0.1% |
| 8 | 5 | < 0.1% |
| 10 | 3 | < 0.1% |
| 11 | 3 | < 0.1% |
| Other values (3) | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 53014 | |
| 1 | 121 | 0.2% |
| 2 | 46 | 0.1% |
| 3 | 30 | 0.1% |
| 4 | 15 | < 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 11 | 3 | < 0.1% |
| 10 | 3 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 5 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 6 | < 0.1% |
| 5 | 8 | < 0.1% |
| 4 | 15 | |
| 3 | 30 |
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02923559344 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 52386 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3036221726 |
|---|---|
| Coefficient of variation (CV) | 10.38536034 |
| Kurtosis | 532.14907 |
| Mean | 0.02923559344 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.97331516 |
| Sum | 1557 |
| Variance | 0.09218642371 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 52386 | |
| 1 | 563 | 1.1% |
| 2 | 146 | 0.3% |
| 3 | 87 | 0.2% |
| 4 | 29 | 0.1% |
| 5 | 16 | < 0.1% |
| 6 | 9 | < 0.1% |
| 8 | 8 | < 0.1% |
| 7 | 4 | < 0.1% |
| 9 | 3 | < 0.1% |
| Other values (5) | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 52386 | |
| 1 | 563 | 1.1% |
| 2 | 146 | 0.3% |
| 3 | 87 | 0.2% |
| 4 | 29 | 0.1% |
| 5 | 16 | < 0.1% |
| 6 | 9 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 8 | < 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 8 | |
| 7 | 4 | < 0.1% |
| 6 | 9 | |
| 5 | 16 |
prezao_diario
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 98 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.436731322 |
| Minimum | 0 |
|---|---|
| Maximum | 134 |
| Zeros | 45537 |
| Zeros (%) | 85.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9 |
| Maximum | 134 |
| Range | 134 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.761116095 |
|---|---|
| Coefficient of variation (CV) | 4.009877148 |
| Kurtosis | 77.48456073 |
| Mean | 1.436731322 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.360936643 |
| Sum | 76516 |
| Variance | 33.19045866 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45537 | |
| 1 | 1083 | 2.0% |
| 2 | 831 | 1.6% |
| 3 | 688 | 1.3% |
| 4 | 548 | 1.0% |
| 5 | 543 | 1.0% |
| 6 | 433 | 0.8% |
| 7 | 389 | 0.7% |
| 8 | 321 | 0.6% |
| 9 | 276 | 0.5% |
| Other values (88) | 2608 | 4.9% |
| Value | Count | Frequency (%) |
| 0 | 45537 | |
| 1 | 1083 | 2.0% |
| 2 | 831 | 1.6% |
| 3 | 688 | 1.3% |
| 4 | 548 | 1.0% |
| 5 | 543 | 1.0% |
| 6 | 433 | 0.8% |
| 7 | 389 | 0.7% |
| 8 | 321 | 0.6% |
| 9 | 276 | 0.5% |
| Value | Count | Frequency (%) |
| 134 | 1 | |
| 130 | 1 | |
| 109 | 1 | |
| 105 | 1 | |
| 103 | 1 | |
| 102 | 1 | |
| 97 | 1 | |
| 96 | 2 | |
| 92 | 1 | |
| 91 | 2 |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07814935126 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 51247 |
| Zeros (%) | 96.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4624381051 |
|---|---|
| Coefficient of variation (CV) | 5.917363326 |
| Kurtosis | 109.0219446 |
| Mean | 0.07814935126 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.296861273 |
| Sum | 4162 |
| Variance | 0.2138490011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51247 | |
| 1 | 815 | 1.5% |
| 2 | 557 | 1.0% |
| 3 | 471 | 0.9% |
| 4 | 90 | 0.2% |
| 5 | 41 | 0.1% |
| 6 | 20 | < 0.1% |
| 7 | 7 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 51247 | |
| 1 | 815 | 1.5% |
| 2 | 557 | 1.0% |
| 3 | 471 | 0.9% |
| 4 | 90 | 0.2% |
| 5 | 41 | 0.1% |
| 6 | 20 | < 0.1% |
| 7 | 7 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 9 | 4 | < 0.1% |
| 8 | 4 | < 0.1% |
| 7 | 7 | < 0.1% |
| 6 | 20 | < 0.1% |
| 5 | 41 | 0.1% |
| 4 | 90 | 0.2% |
| 3 | 471 | |
| 2 | 557 | |
| 1 | 815 |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.006665790413 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 53176 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1962274532 |
|---|---|
| Coefficient of variation (CV) | 29.43798725 |
| Kurtosis | 1591.041549 |
| Mean | 0.006665790413 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 36.25463458 |
| Sum | 355 |
| Variance | 0.03850521339 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 53176 | |
| 3 | 17 | < 0.1% |
| 6 | 15 | < 0.1% |
| 1 | 12 | < 0.1% |
| 5 | 10 | < 0.1% |
| 7 | 9 | < 0.1% |
| 4 | 9 | < 0.1% |
| 2 | 5 | < 0.1% |
| 8 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 53176 | |
| 1 | 12 | < 0.1% |
| 2 | 5 | < 0.1% |
| 3 | 17 | < 0.1% |
| 4 | 9 | < 0.1% |
| 5 | 10 | < 0.1% |
| 6 | 15 | < 0.1% |
| 7 | 9 | < 0.1% |
| 8 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 9 | |
| 6 | 15 | |
| 5 | 10 | |
| 4 | 9 | |
| 3 | 17 | |
| 2 | 5 | < 0.1% |
| 1 | 12 |
prezao_semanal
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 37 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9513866722 |
| Minimum | 0 |
|---|---|
| Maximum | 39 |
| Zeros | 44772 |
| Zeros (%) | 84.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.929505552 |
|---|---|
| Coefficient of variation (CV) | 3.079195492 |
| Kurtosis | 19.98536558 |
| Mean | 0.9513866722 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.036229132 |
| Sum | 50668 |
| Variance | 8.582002781 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44772 | |
| 1 | 1566 | 2.9% |
| 2 | 1127 | 2.1% |
| 3 | 858 | 1.6% |
| 4 | 684 | 1.3% |
| 5 | 590 | 1.1% |
| 13 | 503 | 0.9% |
| 6 | 484 | 0.9% |
| 7 | 415 | 0.8% |
| 12 | 402 | 0.8% |
| Other values (27) | 1856 | 3.5% |
| Value | Count | Frequency (%) |
| 0 | 44772 | |
| 1 | 1566 | 2.9% |
| 2 | 1127 | 2.1% |
| 3 | 858 | 1.6% |
| 4 | 684 | 1.3% |
| 5 | 590 | 1.1% |
| 6 | 484 | 0.9% |
| 7 | 415 | 0.8% |
| 8 | 384 | 0.7% |
| 9 | 338 | 0.6% |
| Value | Count | Frequency (%) |
| 39 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 37 | 2 | < 0.1% |
| 36 | 2 | < 0.1% |
| 32 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 30 | 7 | |
| 29 | 8 | |
| 28 | 6 | |
| 27 | 6 |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003492498639 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 53175 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1102517361 |
|---|---|
| Coefficient of variation (CV) | 31.56815434 |
| Kurtosis | 2256.373371 |
| Mean | 0.003492498639 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 43.45335845 |
| Sum | 186 |
| Variance | 0.01215544531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 53175 | |
| 1 | 34 | 0.1% |
| 2 | 27 | 0.1% |
| 4 | 6 | < 0.1% |
| 3 | 6 | < 0.1% |
| 6 | 4 | < 0.1% |
| 5 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 53175 | |
| 1 | 34 | 0.1% |
| 2 | 27 | 0.1% |
| 3 | 6 | < 0.1% |
| 4 | 6 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 4 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 6 | < 0.1% |
| 3 | 6 | < 0.1% |
| 2 | 27 | 0.1% |
| 1 | 34 | 0.1% |
| 0 | 53175 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2152580881 |
| Minimum | 0 |
|---|---|
| Maximum | 36 |
| Zeros | 48928 |
| Zeros (%) | 91.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.289220813 |
|---|---|
| Coefficient of variation (CV) | 5.989186396 |
| Kurtosis | 145.331566 |
| Mean | 0.2152580881 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.61935063 |
| Sum | 11464 |
| Variance | 1.662090305 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 48928 | |
| 1 | 2947 | 5.5% |
| 2 | 455 | 0.9% |
| 3 | 181 | 0.3% |
| 4 | 116 | 0.2% |
| 5 | 72 | 0.1% |
| 8 | 66 | 0.1% |
| 12 | 64 | 0.1% |
| 13 | 62 | 0.1% |
| 7 | 61 | 0.1% |
| Other values (22) | 305 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 48928 | |
| 1 | 2947 | 5.5% |
| 2 | 455 | 0.9% |
| 3 | 181 | 0.3% |
| 4 | 116 | 0.2% |
| 5 | 72 | 0.1% |
| 6 | 56 | 0.1% |
| 7 | 61 | 0.1% |
| 8 | 66 | 0.1% |
| 9 | 47 | 0.1% |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 31 | 2 | < 0.1% |
| 30 | 1 | < 0.1% |
| 28 | 2 | < 0.1% |
| 27 | 1 | < 0.1% |
| 25 | 2 | < 0.1% |
| 24 | 2 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 6 |
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01462718516 |
| Minimum | 0 |
|---|---|
| Maximum | 79 |
| Zeros | 53056 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 79 |
| Range | 79 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6230513474 |
|---|---|
| Coefficient of variation (CV) | 42.59543724 |
| Kurtosis | 10808.16532 |
| Mean | 0.01462718516 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 94.98582431 |
| Sum | 779 |
| Variance | 0.3881929815 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 53056 | |
| 1 | 120 | 0.2% |
| 2 | 27 | 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 9 | < 0.1% |
| 6 | 9 | < 0.1% |
| 5 | 5 | < 0.1% |
| 8 | 4 | < 0.1% |
| 7 | 3 | < 0.1% |
| 79 | 2 | < 0.1% |
| Other values (9) | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 53056 | |
| 1 | 120 | 0.2% |
| 2 | 27 | 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 9 | < 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 9 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 79 | 2 | |
| 49 | 1 | |
| 33 | 1 | |
| 29 | 2 | |
| 22 | 1 | |
| 17 | 2 | |
| 15 | 1 | |
| 14 | 1 | |
| 12 | 1 | |
| 9 | 1 |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.008562254727 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 52978 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1589840962 |
|---|---|
| Coefficient of variation (CV) | 18.56801757 |
| Kurtosis | 2446.919821 |
| Mean | 0.008562254727 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 39.17476276 |
| Sum | 456 |
| Variance | 0.02527594284 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 52978 | |
| 1 | 190 | 0.4% |
| 2 | 56 | 0.1% |
| 3 | 13 | < 0.1% |
| 4 | 9 | < 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 52978 | |
| 1 | 190 | 0.4% |
| 2 | 56 | 0.1% |
| 3 | 13 | < 0.1% |
| 4 | 9 | < 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 5 | < 0.1% |
| 4 | 9 | < 0.1% |
| 3 | 13 | < 0.1% |
| 2 | 56 | 0.1% |
| 1 | 190 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 416.2 KiB |
| 138 | |
| 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Common Values
| Value | Count | Frequency (%) |
| 53118 | ||
| 138 | 0.3% | |
| 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 53118 | ||
| 138 | 0.3% | |
| 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.008299378485 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 53055 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 416.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1703990048 |
|---|---|
| Coefficient of variation (CV) | 20.53153801 |
| Kurtosis | 1010.618403 |
| Mean | 0.008299378485 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.81193418 |
| Sum | 442 |
| Variance | 0.02903582084 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 53055 | |
| 1 | 105 | 0.2% |
| 2 | 37 | 0.1% |
| 3 | 22 | < 0.1% |
| 4 | 17 | < 0.1% |
| 5 | 9 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 4 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 53055 | |
| 1 | 105 | 0.2% |
| 2 | 37 | 0.1% |
| 3 | 22 | < 0.1% |
| 4 | 17 | < 0.1% |
| 5 | 9 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 4 | < 0.1% |
| 6 | 5 | < 0.1% |
| 5 | 9 | < 0.1% |
| 4 | 17 | < 0.1% |
| 3 | 22 | < 0.1% |
| 2 | 37 | 0.1% |
| 1 | 105 | 0.2% |
| 0 | 53055 |
venda
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 416.2 KiB |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Common Values
| Value | Count | Frequency (%) |
| 40490 | ||
| 12767 | 24.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 40490 | ||
| 12767 | 24.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.